\section{Conclusions}
In this project, we successfully implemented streaming process in Hadoop framework and have several Mapreduce test cases running. We studied the effects of changing the number of map or reduce tasks in the system .This work involves large amount of code changes and gains us detailed knowledge of Hadoop code base. It further gives us a guideline for our futhre research. 


